Title :
Rate Control for Consistent Objective Quality in High Efficiency Video Coding
Author :
Chan-Won Seo ; Joo-Hee Moon ; Jong-Ki Han
Author_Institution :
Dept. of Inf. & Commun. Eng., Sejong Univ., Seoul, South Korea
Abstract :
Since video quality fluctuation degrades the visual perception significantly in multimedia communication systems, it is important to maintain a consistent objective quality over the entire video sequence. We propose a rate control algorithm to keep the consistent objective quality in high efficiency video coding (HEVC), which is an upcoming standard video codec. In the proposed algorithm, the probability density function of transformed coefficients is modeled based on a Laplacian function that considers the quadtree coding unit structure, which is one of the characteristics of HEVC. In controlling the video quality, distortion-quantization and rate-quantization models are derived by using the Laplacian function. Based on those models, a quantization parameter is determined to control the quality of the encoded frames where the fluctuation of video quality is minimized and the overflow and underflow of buffer are prevented. From the simulation results, it is shown that the proposed rate control algorithm outperforms the other conventional schemes.
Keywords :
Laplace transforms; image sequences; multimedia communication; probability; quadtrees; video codecs; video coding; visual perception; HEVC; Laplacian function; consistent objective quality; distortion-quantization model; encoded frames; high efficiency video coding; multimedia communication systems; probability density function; quadtree coding unit structure; quantization parameter; rate control algorithm; rate-quantization model; standard video codec; transformed coefficients; video quality control; video quality fluctuation; video sequence; visual perception; Bit rate; Data models; Laplace equations; Probability density function; Quality assessment; Video coding; Video recording; Consistent video quality; distortion-quantization (D-Q) model; high efficiency video coding (HEVC); rate control; rate-quantization (R-Q) model;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2013.2251647